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stamp2's Introduction

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  1. download dataset from https://www.kaggle.com/chadgostopp/recsys-challenge-2015
  2. unzip yoochoose-clicks.dat into data/raw/yoochoose
  3. run python3 src/features/build_features.py
    • folder containing unmodified STAMP code in src/features/STAMP
    • folder containing unmodified process_rsc.py from "Session-based Recommendations with Recurrent Neural Networks" in src/features/STAMP/datas/data
  4. docker build -t stamp2_image .
  5. nvidia-docker run -it --shm-size=1g --ulimit memlock=-1 -e "TERM=xterm-256color" -v $(pwd):"/workspace/STAMP2" -p 8889:8888 -p 16006:6006 stamp2_image
  • models are in src/models
  • main notebook is notebooks/stamp2.ipynb

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